文献データベース

Spy in the GPU-box: Covert and Side Channel Attacks on Multi-GPU Systems

Authors: Sankha Baran Dutta, Hoda Naghibijouybari, Arjun Gupta, Nael Abu-Ghazaleh, Andres Marquez, Kevin Barker | Published: 2022-03-30
GPUの脆弱性
プライバシー保護手法
物理攻撃

NICGSlowDown: Evaluating the Efficiency Robustness of Neural Image Caption Generation Models

Authors: Simin Chen, Zihe Song, Mirazul Haque, Cong Liu, Wei Yang | Published: 2022-03-29
モデルDoS
敵対的サンプル
敵対的学習

Attacker Attribution of Audio Deepfakes

Authors: Nicolas M. Müller, Franziska Dieckmann, Jennifer Williams | Published: 2022-03-28
クラスタリング手法
メンバーシップ推論
音声合成技術

Distributed data analytics

Authors: Richard Mortier, Hamed Haddadi, Sandra Servia, Liang Wang | Published: 2022-03-26
バックドア攻撃
プライバシー保護
通信モデル

Trojan Horse Training for Breaking Defenses against Backdoor Attacks in Deep Learning

Authors: Arezoo Rajabi, Bhaskar Ramasubramanian, Radha Poovendran | Published: 2022-03-25
トロイの木馬の署名
知識の蒸留
防御手法

Email Summarization to Assist Users in Phishing Identification

Authors: Amir Kashapov, Tingmin Wu, Alsharif Abuadbba, Carsten Rudolph | Published: 2022-03-24
ビジネスメール詐欺
メールセキュリティ
防御手法

MERLIN — Malware Evasion with Reinforcement LearnINg

Authors: Tony Quertier, Benjamin Marais, Stéphane Morucci, Bertrand Fournel | Published: 2022-03-24 | Updated: 2022-03-30
プライバシー保護
強化学習アルゴリズム
防御手法

Powerful Physical Adversarial Examples Against Practical Face Recognition Systems

Authors: Inderjeet Singh, Toshinori Araki, Kazuya Kakizaki | Published: 2022-03-23
スムーズネスペナルティ
物理攻撃
顔認識

Ethereum Fraud Detection with Heterogeneous Graph Neural Networks

Authors: Hiroki Kanezashi, Toyotaro Suzumura, Xin Liu, Takahiro Hirofuchi | Published: 2022-03-23 | Updated: 2022-07-04
モデル選択
リンク予測手法
構造学習

Online Encrypted Skype Identification Based on an Updating Mechanism

Authors: Shi Dong | Published: 2022-03-23
データセット評価
トレーニングデータ生成
特徴抽出手法